Using Multi-Objective Evolutionary Algorithm in PLD Model to Implement the Automatic Design of Logic Circuits

摘要

Fault tolerance in circuit design and evolutionary design of circuit is a new focus in recent research work, with the idea of evolvable hardware, this paper has described a novel PLD model with multi-objective evolutionary algorithm(MOEA) for auto-design of circuits. Using this method, after coding and decoding, which can design new circuits automatically. In this paper, it has added new fault tolerance mechanism, when the error occurred, the model can also use the rest of resource with our MOEA to design the perfect circuits. From the analysis of a few experiments, it has proved the PLD model with MOEA is effective to meet the need of auto-design of circuits with fault tolerance.